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DOI: 10.1055/s-2007-993139
© Georg Thieme Verlag KG Stuttgart · New York
“Computational Neuropsychiatry” of Working Memory Disorders in Schizophrenia: The Network Connectivity in Prefrontal Cortex - Data and Models
Publication History
Publication Date:
17 December 2007 (online)

Abstract
The use of mathematical and computer-assisted modeling of brain mechanisms involved in mental disorders can be called “Computational Neuropsychiatry”. It was already demonstrated by several initiatives that computational modeling is an important contribution to understand neuronal circuits that could generate mental functions and dysfunctions. However, this attempt needs close collaboration between experimental neurobiologists, clinical psychiatry and systems science. In order to do so, we have organized a series of workshops on computational neuropsychiatry. Here we try to give basic information on data and modeling of the prefrontal cortical neurocircuitry that is involved in working memory and its disorders in schizophrenia. Special emphasis is devoted to the basic features of computational modeling.
References
- 1 Alon U.
Systems Biology - Design principles of biological circuits . New York: Chapman & Hall 2007MissingFormLabel - 2
Heiden U.
Schizophrenia as a dynamical disease.
Pharmacopsychiatry.
2006;
39
((Suppl.1))
36-42
MissingFormLabel
- 3
Abbott LF, Regehr WG.
Synaptic computation.
Nature.
2004;
431
((7010))
796-803
MissingFormLabel
- 4 Arbib MA. (Ed).
The Handbook of Brain Theory and Neural Networks, 2nd edition . Cambridge, MA: MIT Press 2002MissingFormLabel - 5 Arbib MA, Grethe JS.
Computing the brain: A guide to neuroinformatics . San Diego: Academic Press 2001MissingFormLabel - 6
Barlow HB.
Single units and sensation: a neuron doctrine for perceptual psychology?.
Perception.
1972;
1
371-394
MissingFormLabel
- 7
Bender W, Albus M, Möller H-J, Tretter F.
Towards systemic theories in biological psychiatry.
Pharmacopsychiatry.
2006;
39
((Suppl.1))
4-9
MissingFormLabel
- 8 Boccara N.
Modeling complex systems . Berlin: Springer 2004MissingFormLabel - 9
Braun HA, Huber MT, Anthes N, Voigt K, Neiman A, Moss F.
Noise induced impulse pattern modifications at different dynamical period-one situations
in a computer-model of temperature encoding.
Biosystems.
2001;
62
99-112
MissingFormLabel
- 10
Brunel N, Wang X-J.
Effects of neuromodulation in a cortical network model of object working memory dominated
by recurrent inhibition.
J Comput Neurosci.
2001;
11
63-85
MissingFormLabel
- 11
Carlsson A.
The current status of the dopamine hypothesis of schizophrenia.
Neuropsychopharmacology.
1988;
1
179-186
MissingFormLabel
- 12
Carlsson A, Waters N, Carlsson ML.
Neurotransmitter interactions in schizophrenia- therapeutic implications.
Eur Arch Psychiatry Clin Neurosci.
1999;
249
((Suppl. 4))
37-43
MissingFormLabel
- 13
Carlsson A, Waters N, Holm-Waters S, Tedroff J, Nilsson M, Carlsson ML.
Interactions between monoamines, glutamate, and GABA in schizophrenia: new evidence.
Annu Rev Pharmacol Toxicol.
2001;
41
237-260
MissingFormLabel
- 14
Carlsson A.
The neurochemical circuitry of schizophrenia.
Pharamcopsychiatry.
2006;
39
((Suppl.1))
10-14
MissingFormLabel
- 15
Cohen JD, Servan-Schreiber D.
A theory of dopamine function and cognitive deficits in schizophrenia.
Schizophr Bull.
1993;
19
((1))
85-104
MissingFormLabel
- 16
Compte A, Brunel N, Goldman-Rakic PS, Wang X-J.
Synaptic mechanisms and network dynamics underlying spatial working memory in a cortical
network model.
Cereb Cortex.
2000;
10
910-923
MissingFormLabel
- 17
Constantinidis C, Goldman-Rakic PS.
Correlated discharges among putative pyramidal neurons and interneurons in the primate
prefrontal cortex.
J Neurophysiol.
2002;
88
3487-3497
MissingFormLabel
- 18
Constantinidis C, Wang X-J.
A neural circuit basis for spatial working memory.
Neuroscientist.
2004;
10
553-565
MissingFormLabel
- 19 Dayan P, Abbott L.
Theoretical Neuroscience. Computational and mathematical modeling of neural systems . Cambridge, MA: MIT Press 2005MissingFormLabel - 20
Dayan P, Williams J.
Putting the computation back into computational modeling.
Pharmacopsychiatry.
2006;
39
((Suppl.1))
50-51
MissingFormLabel
- 21
De Felipe J, Gonzalez-Albo MC, Del Rio MR, Elston GN.
Distribution and patterns of connectivity of interneurons containing calbindin, calretinin
and parvalbimun in visual cortex and temporal lobes of macaque monkeys.
J Comp Neurol.
1999;
412
515-526
MissingFormLabel
- 22
Deco G.
A dynamical model of event-related fMRI signals in prefrontal cortex: predictions
for schizophrenia.
Pharmacopsychiatry.
2006;
39
((Suppl.1))
65-67
MissingFormLabel
- 23 Douglas R, Markram H, Martin K. Neocortex. In: Shepherd G, (Ed).
The synaptic organization of the brain . New York: Oxford University Press 2004: 499-558MissingFormLabel - 24
Durstewitz D.
A few important points about dopamine's role in neural network dynamics.
Pharmacopsychiatry.
2006;
39
((Suppl.1))
72-75
MissingFormLabel
- 25
Durstewitz D, Seamans JK, Sejnowski TJ.
Dopamine-mediated stabilization of delay-period activity in a network model of prefrontal
cortex.
J Neurophysiol.
2000;
83
1733-1750
MissingFormLabel
- 26
Funahashi S, Bruce CJ, Goldman-Rakic PS.
Mnemonic coding of visual space in the monkey's dorsolateral prefrontal cortex.
J Neurophysiol.
1989;
61
331-349
MissingFormLabel
- 27
Gao W-J, Goldman-Rakic PS.
Selective modulation of excitatory and inhibitory micro-circuits by dopamine.
Proc Natl Acad Sci USA.
2003;
100
((5))
2836-2841
MissingFormLabel
- 28
Gao WJ, Wang Y, Goldman-Rakic PS.
Dopamine modulation of perisomatic and peridendritic inhibition in prefrontal cortex.
J Neurosci.
2003;
23
1622-1630
MissingFormLabel
- 29
Goldman-Rakic PS.
Cellular basis of working memory.
Neuron.
1995;
14
477-485
MissingFormLabel
- 30
Goldman-Rakic PS.
The physiological approach: functional architecture of working memory and disordered
cognition in schizophrenia.
Biol Psychiatry.
1999;
456
650-661
MissingFormLabel
- 31
Goldman-Rakic PS, Muly
3rd
EC, Williams GV.
D1 receptors in prefrontal cells and circuits.
Brain Res Rev.
2000;
31
295-301
MissingFormLabel
- 32
Grace AA, Bunney BS.
Electrophysiological properties of midbrain dopamine neurons.
Psychopharmacology - The Fourth Generation of Progress. Neuropsychopharmacology.
2000;
MissingFormLabel
- 33
Grillner S, Kozlov A, Kotaleski JH.
Integrative neuroscience: linking levels of analyses.
Curr Opin Neurobiol.
2005;
15
614-621
MissingFormLabel
- 34
Grillner S, Hellgren J, Menard A, Saitoh K, Wikström MA.
Mechanisms for selection of basic motor programs - roles for the striatum and pallidum.
Trends Neurosci.
2005;
28
((7))
364-370
MissingFormLabel
- 35
Hodgkin AL, Huxley AF.
Currents carried by sodium and potassium ions thorugh the membrane of the giant axon
of Loligo.
J Physol.
1952;
116
449-472
MissingFormLabel
- 36
Hoffman RETH.
Using a speech perception neural network computer simulation to contrast neuroanatomic
versus neuromodulatory models of auditory hallucinations.
Pharmacopsychiatry.
2006;
39
((Suppl.1))
54-64
MissingFormLabel
- 37 Hoppenstaedt FC.
An Introduction to the mathematics of neurons . Cambridge: Cambridge University Press 1986MissingFormLabel - 38
Hubel DH, Wiesel TN.
The functional architecture of the macaque visual cortex.
Proc R Soc Lond Biol Sci.
1977;
198
1-59
MissingFormLabel
- 39
Kawaguchi Y, Kubota Y.
GABAergic cell subtypes and their synaptic connections in rat frontal cortex.
Cereb Cortex.
1997;
7
476-486
MissingFormLabel
- 40 Kitano H. (Ed.)
Foundations of Systems Biology . Cambridge,MA: MIT Press 2001MissingFormLabel - 41 Klipp E, Herwig R, Kowald A, Wielring C, Lehrach H.
Systems Biology in Practice . Weinheim: Wiley-VCH 2005MissingFormLabel - 42
Levitt B, Lewis DA, Yoshioka T, Lund J.
Topography of pyramidal neuron intrinsic connections in macaque monkey prefrontal
cortex (areas 9 and 46).
J Comp Neurol.
1993;
338
360-376
MissingFormLabel
- 43
Lewis DA, Hashimoto T, Volk DW.
Cortical inhibitory neurons and schizophrenia.
Nat Rev Neurosci.
2005;
6
312-324
MissingFormLabel
- 44 Lorente de No R. Cerebral cortex: architecture, intracortical connections, motor projections. In: Fulton JF, (Ed).
Physiology of the nervous system . New York: Oxford University Press 1949: 288-313MissingFormLabel - 45 Mainzer K.
Thinking in Complexity . Berlin: Springer 2007MissingFormLabel - 46
Meyer-Lindenberg A, Weinberger DR.
Intermediate phenotypes and genetic mechanisms of psychiatric disorders.
Nat Rev Neurosci.
2006;
7
((10))
818-827
MissingFormLabel
- 47 Mountcastle VB.
The mindful brain Part I . Cambridge, MA: MIT Press 1978MissingFormLabel - 48
Muly
3rd
EC, Szigeti K, Goldman-Rakic PS.
D1 receptor in interneurons of macaque prefrontal cortex: distribution and subcellular
localization.
J Neurosci..
1998;
18
((24))
10553-10565
MissingFormLabel
- 49
O’Donnell P.
Dopamine gating of forebrain neural ensembles.
Eur J Neurosci.
200;
17
429-435
MissingFormLabel
- 50 O’Donnell P.
Presentation at 3rd International Workshop on Computational Neuropschiatry . Haar/Munich 2006MissingFormLabel - 51
O’Donnell P, Grace AA.
Synaptic interactions among excitatory afferents to nucleus accumbens neurons: hippocampal
gating of prefrontal cortical input.
J Neurosci.
1995;
15
3622-3639
MissingFormLabel
- 52 Palsson BO.
Systems Biology . Cambridge: Cambridge University Press 2006MissingFormLabel - 53 Peitgen H-O, Jürgens H, Saupe D.
Chaos and Fractals . Berlin: Springer 2004MissingFormLabel - 54
Seamans JK, Durstewitz D, Christie B, Stevens CF, Sejnowski TJ.
Dopamine D1/D5 receptor modulation of excitatory synaptic inputs to layer V prefrontal
cortex neurons.
Proc Natl Acad Sci USA.
2001;
98
301-306
MissingFormLabel
- 55
Seamans JK, Yang CR.
The principal features and mechanisms of dopamine modulation in the prefrontal cortex.
Progr Neurobiol.
2004;
74
1-57
MissingFormLabel
- 56
Schlösser RT, Gesierich B, Kaufmann G, Vucurevic G, Hunsche S, Gawehn J, Stoeter P.
Altered effective connectivity during working memory performance in schizophrenia:
a study with fMRI and structural equation modelling.
Neuroimage.
2003;
19
751-763
MissingFormLabel
- 57
Schultz W.
Predictive reward signal of dopamine mechanisms.
J Neurophysiol.
1998;
80
1-27
MissingFormLabel
- 58
Schwegler H.
Phenomenological modelling of some mechanisms in schizophrenia.
Pharmacopsychiatry.
2006;
39
((Suppl.1))
43-49
MissingFormLabel
- 59 Shepherd G. Introduction to synaptic circuits. In: Shepherd G (Ed).
The synaptic organization of the brain . New York: Oxford University Press 2004: 1-38MissingFormLabel - 60
Singer W.
Search for Coherence: a basic principle of cortical self-organization.
Concepts Neurosci.
1990;
1
1-26
MissingFormLabel
- 61
Singer W.
Neuronal synchrony: a versatile code for the definition of relations?.
Neuron.
1999;
24
49-65
MissingFormLabel
- 62
Spencer KM, Nestor PG, Perlmutter R, Niznikiewicz MA, Klump MC, Frumin M, Shenton ME, MacCarley R.
Neural synchrony indexes disordered perception and cognition in schizophrenia.
Proc Natl Acad Sci USA.
2004;
101
((49))
17288-17293
MissingFormLabel
- 63 Sterman J.
Business dynamics . New York : McGraw-Hill 2000MissingFormLabel - 64
Szentagothai J.
The neuron network of the cerebral cortex: a functional interpretation.
Proc R Soc Lond Biol Sci.
1978;
201
219-248
MissingFormLabel
- 65
Tegnér J, Compte A, Wang X-J.
Dynamical stability of reverberatory neural circuits.
Biol Cybern.
200;
87
471-481
MissingFormLabel
- 66
Tretter F.
Perspektiven der mathematischen Systemtheorie in der biologischen Psychiatrie.
Krankenhauspsychiatrie.
2004;
15
77-84
MissingFormLabel
- 67 Tretter F.
Systemtheorie im klinischen Kontext . Lengerich: Pabst 2005MissingFormLabel - 68
Tretter F, Scherer J.
Schizophrenia, neurobiology and the methodology of systemic modeling.
Pharmacopsychiatry.
2006;
39
((Suppl.1))
26-35
MissingFormLabel
- 69 Tretter F, Müller WE. (Ed).
Systems biology and psychiatry - modeling molecular networks in mental disorders . Pharmacopsychiatry, in prepMissingFormLabel - 70
Tretter F, Müller WE, Carlsson A.
, (Ed)
Systems science, computational science and neurobiology of schizophrenia.
Pharmacopsychiatry.
2006;
39
((Suppl.1))
MissingFormLabel
- 71
Vogels T, Rajan K, Abbott LF.
Neural network dynamics.
Annu Rev Neurosci.
2005;
28
357-376
MissingFormLabel
- 72
Yang CR, Chen L.
Targeting prefrontal cortical dopamine D1 and n-methyl-d-aspartate receptor interactions
in schizophrenia treatment.
Neuroscientist.
2005;
11
452-470
MissingFormLabel
- 73
Yang CR, Seamans JK.
Dopamine D1 receptor actions in layers V-VI rat prefrontal cortex neurons in vitro:
modulation of dendritic-somatic signal integration.
J Neurosci.
1996;
16 (5)
1922-1935
MissingFormLabel
- 74
Yang CR, Seamans JK, Gorelova N.
Developing a neuronal model for the pathophysiology of schizophrenia based on the
nature of electrophysiological actions of dopamine in the prefrontal cortex.
Neuropsychopharmacology.
1999;
21
161-194
MissingFormLabel
- 75
Wang M, Vijayraghavan SP, Goldman-Rakic ps.
Selective D2 receptor actions on the functional circuitry of working memory.
Science.
2004;
303
853-856
MissingFormLabel
- 76
Wang X-J, Tegnér J, Constandinidis C, Goldman-Rakic PS.
Division of labor among distinct subtypes of inhibitory neurons in a cortical microcircuit
of working memory.
Proc Natl Acad Sci USA.
2004;
101
1368-1373
MissingFormLabel
- 77
Wang X-J.
Towards a prefrontal microcircuit model for cognitive deficits in schizophrenia.
Pharmacopsychiatry.
2006;
39
((Suppl.1))
80-87
MissingFormLabel
- 78 Wang X-J. A microcircuit model of prefrontal functions: ying and yang of reverberatory neurodynamics
in cognition. In: Risberg J, Gafman J, (Ed).
The frontal lobes. Development, function and pathology . Cambridge: Cambridge University Press 2006MissingFormLabel - 79
Winterer G.
Cortical microcircuits in schizophrenia - the dopamine hypothesis revisited.
Pharmacopsychiatry.
2006;
39
((Suppl.1))
68-71
MissingFormLabel
- 80
Winterer G, Weinberger DR.
Genes, dopamine and cortical signal-to-noise-ratio in schizophrenia.
Trends Neurosci.
2004;
27
((11))
683-690
MissingFormLabel
- 81
Wood SJ, Pantelis C, Proffitt T, Phillips LJ, Stuart GW, Buchanan JA. et al .
Spatial working memory ability is a marker of risk-for-psychosis.
Psychol Med.
2003;
33
1239-1247
MissingFormLabel
- 82 Zeigler BP, Praehofer H, Kim TG.
Theory of Modeling and Simulation, 2nd Edition . New York: Academic Press 2000MissingFormLabel
Correspondence
Prof. Dr. Dr. Dr. F. Tretter
Department of Addiction
Isar-Amper-Hospital
Ringstr. 9
85529 Haar/Munich
Germany
Phone: 00 49/89/4562 37 08
Fax: 00 49/89/4562 37 54
Email: Felix.Tretter@IAK-KMO.de